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Table 4 Independent test accuracy based on various window sizes

From: A high-performance approach for predicting donor splice sites based on short window size and imbalanced large samples

Window size Feature dimension SN (%) SP (%) (SN + SP)/2(%) MCC Time (mm:ss)
11 bp(−3~ + 8) 27 93.09 91.58 92.34 0.847 00:18
20 bp(−10~ + 10) 36 93.34 90.95 92.15 0.843 00:24
40 bp(−20~ + 20) 56 91.33 91.83 91.58 0.832 01:09
138 bp(−70~ + 68) 154 92.71 89.45 91.08 0.822 07:18